Arguments
ynew
data matrix corresponding to the observations
used as test sample
pred
predicted value of the linear predictor
obtained from Xnew and the estimated parameters
family
a vector of the same length as the number
of responses containing characters identifying the
distribution families of the dependent variables.
"bernoulli", "binomial", "poisson" or "gaussian" are
allowed.
type
information criterion used. Likelihood, aic,
bic, aicc or Mean Square Prediction Error (mspe) are
defined. auc also defined for Bernoulli cases only.
size
describes the number of trials for the
binomial dependent variables. A (number of statistical
units * number of binomial dependent variables) matrix is
expected.
npar
number of parameters used for penalisation